A Practical Introduction to Regression Discontinuity Designs : Extensions / Matias D. Cattaneo, Nicolas Idrobo, and Rocío Titiunik.

Format:

Book

Author/Creator:

Cattaneo, Matias D., author.

Idrobo, Nicolás, author.

Titiunik, Rocío, author.

Series:

Elements in quantitative and computational methods for social science 2398-4023.

Elements in Quantitative and Computational Methods for the Social Sciences Series

Language:

English

Subjects (All):

Econometrics--Mathematical models.

Econometrics.

Regression analysis.

Physical Description:

1 online resource (113 pages) : digital, PDF file(s).

Edition:

First edition.

Place of Publication:

Cambridge, England : Cambridge University Press, [2024]

Summary:

In this Element, which continues our discussion in Foundations, the authors provide an accessible and practical guide for the analysis and interpretation of Regression Discontinuity (RD) designs that encourages the use of a common set of practices and facilitates the accumulation of RD-based empirical evidence. The focus is on extensions to the canonical sharp RD setup that we discussed in Foundations. The discussion covers (i) the local randomization framework for RD analysis, (ii) the fuzzy RD design where compliance with treatment is imperfect, (iii) RD designs with discrete scores, and (iv) and multi-dimensional RD designs

Notes:

Title from publisher's bibliographic system (viewed on 25 Mar 2024).

Description based on print version record.

Includes bibliographical references.

ISBN:

9781009441889

1009441884

9781009441896

1009441892